Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "187"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 187 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 214 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 209 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 187, Node 14:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.737261 -0.770519 -0.230810 1.559085 -0.422609 -0.834624 -0.040322 1.089709 0.7786 0.7772 0.2709 14.447691 12.308154
2459593 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.067893 1.100355 -0.831430 1.898345 -0.166474 1.648538 0.895260 0.892059 0.7128 0.7063 0.2669 4.914314 4.737550
2459592 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -0.397059 -0.650840 -0.816052 -0.480617 0.233839 0.840067 1.548299 1.344929 0.0345 0.0334 0.0015 nan nan
2459591 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.423588 1.222869 -0.860244 2.714257 -0.176946 0.805096 1.285252 4.542928 0.6630 0.6708 0.3721 4.394788 3.870434
2459590 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.574696 1.581090 -0.723796 2.170096 -0.679477 0.857891 1.516923 4.406169 0.6640 0.6671 0.3671 5.910825 5.458632
2459589 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.632452 0.855971 -0.887251 1.954887 0.236403 0.814173 -0.288777 0.728733 0.7101 0.6981 0.2852 5.522223 4.913967
2459588 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.255296 -0.519295 -1.050752 2.471634 0.880584 -0.088796 1.291734 0.546781 0.7496 0.7323 0.2529 10.572975 7.376438
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% -0.566880 0.260168 -1.007616 4.938014 -0.476436 2.873162 2.868127 2.774840 nan nan nan 19.827652 13.905739
2459586 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.123475 -0.135180 1.694344 0.019046 3.130035 -0.951374 3.908786 2.408087 0.6654 0.6779 0.3533 3.919788 3.842994
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 7.553501 -0.094454 3.629833 -0.254661 5.463092 -0.476960 4.060842 12.920262 0.0435 0.0373 0.0028 0.000000 0.000000
2459584 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.686710 1.861395 0.408978 7.291204 -0.572025 19.600431 0.982591 1.441774 0.6092 0.6255 0.3705 18.626227 15.248075
2459583 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.040520 1.282343 -0.521542 3.957249 -0.378181 1.636969 1.324600 2.266225 0.6639 0.6774 0.3863 0.000000 0.000000
2459582 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.272458 1.222080 -0.675984 3.547542 -0.151756 2.700782 1.058622 3.531720 0.6704 0.6845 0.3904 5.228265 5.378696
2459581 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.108781 2.288828 -0.381579 4.162434 -0.079480 2.563397 2.029843 3.700967 0.6718 0.6863 0.3888 3.895854 3.638857
2459580 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.600086 1.466321 -0.877462 4.384447 -0.656690 2.451813 2.526481 2.063587 0.6745 0.6864 0.3865 6.018454 5.952253
2459579 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459578 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -0.710599 1.352424 -0.954271 1.697137 2.661786 2.581579 2.533320 8.471333 0.0326 0.0358 0.0017 nan nan
2459577 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.734968 1.961491 -0.450963 3.774437 -0.262869 2.548817 1.834886 3.502228 0.6699 0.6836 0.3897 5.553092 5.645079
2459576 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.032002 1.485633 -0.400348 2.438412 -0.069508 1.821182 3.919708 1.812340 0.6950 0.7063 0.3872 4.364306 3.982382
2459575 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.984313 1.008071 -0.612532 2.638591 0.110136 0.737891 -0.539615 2.040344 0.7626 0.7624 0.3345 4.272408 4.086689
2459574 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459573 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459572 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.051170 1.471948 -0.483500 2.469083 -0.778219 1.477889 2.243290 8.632905 0.6940 0.7086 0.3908 4.503581 4.402472
2459571 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -0.476022 0.421595 -0.883443 0.381477 -0.014487 13.025266 1.845026 18.205961 0.0355 0.0409 0.0018 nan nan
2459570 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.453246 0.123601 0.482350 0.520493 0.658368 0.575612 1.386509 1.729665 0.6771 0.7082 0.3722 0.000000 0.000000
2459569 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.396984 0.943641 -0.412005 5.300811 -0.530957 6.591745 -0.278575 7.223413 0.7754 0.7813 0.2266 6.253329 6.105271
2459566 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.233723 -0.188675 -0.348588 1.204664 -0.185237 0.998456 5.127297 16.531936 0.6876 0.7026 0.4057 3.146296 2.914311
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% 0.190615 0.190615 0.168786 0.168786 -0.882853 -0.882853 -0.945292 -0.945292 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.045175 0.013163 -0.060547 -0.130154 0.125972 2.517459 1.852892 15.157625 0.6981 0.7080 0.4023 3.382442 3.283876
2459563 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.003116 0.941681 -0.284502 -0.202887 -0.206411 1.860229 2.760416 27.564333 0.6948 0.7084 0.3928 3.234820 3.045641
2459562 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.126560 0.558416 -0.026785 1.040152 0.197383 1.002654 2.876624 10.784349 0.6979 0.7130 0.3881 3.103064 3.054337
2459561 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.105851 0.444286 -0.103629 0.980043 0.534690 0.764152 2.988605 15.384136 0.7000 0.7147 0.3859 6.404212 5.477611
2459560 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.027949 0.310273 0.103705 0.844376 0.449749 1.771187 1.780262 19.366688 0.6904 0.7057 0.4031 3.473062 3.404145
2459559 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.161082 0.246668 -0.023629 0.689969 0.240458 1.791385 0.807982 12.094348 0.6965 0.7110 0.3856 3.214432 3.174673
2459558 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0326 0.0342 0.0016 nan nan
2459556 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.288314 1.002435 -0.723759 2.281611 -0.324827 0.694249 5.199150 44.928456 0.6938 0.7034 0.3956 7.736578 7.131346
2459554 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7032 0.7142 0.4006 nan nan
2459553 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7018 0.7105 0.3983 nan nan
2459552 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.897438 4.834511 -0.667194 11.804259 4.619358 49.486472 3.666770 12.115990 0.6999 0.6957 0.3953 14.411366 10.489575
2459551 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.145611 0.732304 -0.035022 2.433623 0.538955 2.601371 2.858230 30.088739 0.6971 0.7096 0.3937 3.531967 3.317910
2459550 RF_maintenance - 99.18% 99.18% 0.00% - - nan nan nan nan nan nan nan nan 0.0332 0.0326 0.0004 nan nan
2459549 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.286489 0.919333 -0.577498 4.469483 -0.494809 4.378738 2.882413 47.834591 0.6934 0.7049 0.4018 0.000000 0.000000
2459542 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.439448 1.581599 0.206806 4.375141 -0.682709 4.927084 6.922109 30.850183 0.7593 0.7610 0.3521 4.854949 5.621072
2459541 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.236150 0.839168 -1.076934 9.889237 -0.443773 12.121517 3.110048 24.510561 0.7631 0.7610 0.3289 0.000000 0.000000
2459540 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.168531 0.541300 -0.157971 6.835765 -0.108881 0.993318 2.142715 6.377250 0.7603 0.7482 0.3429 4.293856 3.818283
2459536 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.065609 1.488201 -0.514160 21.536091 0.216265 3.404710 7.211356 15.007576 0.7197 0.7192 0.4364 0.000000 0.000000
2459535 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.618397 0.635051 -0.787301 5.200399 -1.028339 1.812440 0.808695 4.697094 0.7846 0.7664 0.3653 0.737487 0.750277
2459534 RF_maintenance 100.00% 98.66% 98.66% 0.00% 100.00% 0.00% 3.125091 3.704082 -0.722847 5.336204 2.412220 4.323329 8.247335 8.228173 0.1186 0.1459 0.0448 0.000000 0.000000
2459533 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.591482 0.851620 -0.760991 13.288785 0.161666 3.929494 1.822970 12.876321 0.7162 0.7095 0.4086 0.000000 0.000000
2459532 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.267629 1.358957 -0.727116 18.301368 0.071024 3.931616 3.121915 6.722938 0.7175 0.7166 0.4051 2.655299 3.253560
2459530 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.161622 0.670935 -0.047972 5.540696 0.386641 1.990656 3.387810 4.958735 0.7347 0.7281 0.4051 0.000000 0.000000
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.169002 1.917536 -0.215886 34.554532 1.236768 5.349315 3.604385 5.125419 0.9033 0.9193 0.3196 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 1.126908 2.651038 -0.072745 34.955566 0.665599 8.103000 2.859820 5.964256 nan nan nan 2.246513 1.749998
2459522 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.003531 2.671984 -0.568056 34.071022 1.047257 2.460630 4.863155 4.225445 0.6911 0.6479 0.3359 0.000000 0.000000
2459513 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -0.462754 1.418887 -0.924306 1.056160 0.484643 2.735696 2.738944 11.853666 0.0321 0.0346 0.0008 nan nan
2459508 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.254482 1.129185 -0.425956 3.112096 -0.356802 1.733028 -0.199451 3.569199 0.9184 0.9525 0.1774 0.000000 0.000000
2459505 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.378776 0.929443 -0.813776 4.199253 2.656472 0.995200 16.204274 0.986060 0.1030 0.1037 0.0075 1.371353 1.348667
2459503 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.343338 3.396503 -0.833966 5.102244 -0.960468 8.167311 6.908417 1.631749 0.8581 0.8538 0.4670 0.000000 0.000000
2459501 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.840138 3.822478 -0.187324 5.533386 0.588819 4.348838 3.849559 1.228338 0.2032 0.2410 0.0437 0.000000 0.000000
2459500 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.394259 5.422349 -0.057300 5.396383 0.526632 7.751515 2.780098 1.372615 0.2016 0.2389 0.0457 0.000000 0.000000
2459499 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.898960 5.740155 0.000301 6.304965 0.100402 7.623530 5.061159 6.966471 0.2034 0.2448 0.0267 0.000000 0.000000
2459498 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.758073 4.493089 -0.991939 4.297867 -0.871263 5.254659 3.424464 2.574076 0.1908 0.2417 0.0485 0.000000 0.000000
2459497 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.346226 4.905935 -1.040196 4.658017 -0.970884 6.974534 6.658362 1.505788 0.2545 0.2862 0.0582 0.000000 0.000000
2459496 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.023982 5.772521 -0.761350 4.201749 -1.002526 5.939969 2.719189 1.928859 0.8981 0.9132 0.3970 0.000000 0.000000
2459495 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.487622 4.577018 -0.645452 3.861445 -0.796653 5.180818 7.256222 2.824600 0.8926 0.9075 0.4307 0.000000 0.000000
2459494 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.313961 4.736293 -0.797788 4.234097 -1.321595 5.507152 2.629210 1.410599 0.8824 0.8961 0.4433 0.000000 0.000000
2459492 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.197472 3.239634 -1.303898 6.965007 -0.026601 5.131672 8.957826 8.351920 0.7513 0.7978 0.3341 0.000000 0.000000
2459491 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.295195 4.227234 -1.280721 7.156206 -0.377299 8.027678 4.399123 4.007382 0.7914 0.8131 0.2623 0.000000 0.000000
2459490 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.131936 4.310127 -1.742062 7.773438 -0.561659 5.515529 3.708612 4.203318 0.7427 0.7933 0.3776 0.000000 0.000000
2459489 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.475031 2.829795 -1.293512 6.968525 0.346545 5.494899 7.141901 5.898363 0.7609 0.8022 0.3265 0.000000 0.000000
2459488 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.215809 1.676468 -1.025136 4.992702 0.767873 3.978749 11.076849 14.919095 0.7635 0.8070 0.3541 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 187: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 187: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 digital_ok ee Temporal Discontinuties 1.513750 -0.657016 0.001706 -1.177821 0.028287 -0.669767 0.322547 -0.560193 1.513750

Antenna 187: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 184.206106 3.907745 0.587123 7.413163 -0.205191 6.872575 -1.004576 184.206106 3.327906

Antenna 187: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 187: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 166.244301 2.891535 0.492075 4.845039 0.212416 5.785297 -0.631606 166.244301 3.569003

Antenna 187: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 187: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 187: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 94.705916 -0.025493 2.187965 -0.364684 3.487085 0.105335 3.817960 4.771765 94.705916

Antenna 187: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 86.722184 1.214788 -0.375642 2.652951 -0.347920 2.356734 -0.267360 86.722184 5.058739

Antenna 187: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 76.116375 -0.192049 2.217726 -0.210210 3.079532 0.614417 6.009344 16.607760 76.116375

Antenna 187: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 22.078703 -0.468226 0.372953 -0.249251 0.962914 0.170349 2.397065 7.915625 22.078703

Antenna 187: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 digital_ok ee Temporal Discontinuties 11.363973 0.615052 -0.381038 0.046211 -0.107819 3.851969 1.489329 2.257132 11.363973

Antenna 187: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Variability 36.668045 0.139658 0.756200 0.140724 1.158717 1.619184 36.668045 13.941745 2.407757

Antenna 187: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 187: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 31.180495 0.466195 0.969460 -0.056535 1.408332 0.218252 2.674260 6.707502 31.180495

Antenna 187: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 25.383467 -0.092514 1.183337 -0.157732 1.729564 1.093897 3.460098 2.766749 25.383467

Antenna 187: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 30.021857 -0.165791 0.209595 -0.388183 -0.396434 3.789496 8.435859 4.176368 30.021857

Antenna 187: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 Not Found nn Temporal Discontinuties 80.607031 0.986380 -0.735169 -0.606125 -0.809711 12.280913 4.584586 80.607031 5.376402

Antenna 187: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 digital_ok ee Temporal Discontinuties 8.347366 -0.649126 0.369785 -1.179152 -0.223527 -0.584215 1.195801 1.430281 8.347366

Antenna 187: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 digital_ok ee Temporal Discontinuties 11.827497 0.308452 0.557101 -0.436127 0.552562 1.517434 2.220845 11.827497 8.096028

Antenna 187: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 3.823848 0.282054 0.433158 -0.524374 2.796565 -0.715963 1.037327 2.466939 3.823848

Antenna 187: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 3.045890 -0.281909 1.122500 -1.003209 0.711775 -0.586282 -0.203520 1.876600 3.045890

Antenna 187: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 5.998170 2.296801 0.442187 2.422568 0.024809 2.057163 0.286057 5.998170 3.640184

Antenna 187: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 9.983237 0.201464 0.618635 -0.582523 0.987283 -0.268001 -0.756084 4.513917 9.983237

Antenna 187: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 3.557818 0.442478 1.262804 -0.393135 1.788744 -0.368891 -0.140155 2.831912 3.557818

Antenna 187: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 digital_ok ee Temporal Discontinuties 3.053903 -0.232462 -0.586913 -0.486482 -0.639965 -0.795122 -0.459215 1.025743 3.053903

Antenna 187: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 5.896215 0.360532 -0.280565 0.796809 -0.132248 -0.116669 0.119470 5.896215 2.666890

Antenna 187: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 5.196927 0.492148 -0.754115 0.885744 -0.279277 0.952903 0.638165 5.196927 2.828176

Antenna 187: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 3.652084 0.615031 -0.834161 0.855367 -0.173954 0.287240 0.649039 3.652084 2.012989

Antenna 187: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 2.152082 0.305613 -0.023300 1.110564 -0.898545 -0.321404 0.924482 2.152082 2.037340

Antenna 187: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 digital_ok ee Temporal Discontinuties 3.157480 -0.369320 0.320622 -0.225660 0.912267 0.050834 0.306173 3.157480 3.039153

Antenna 187: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 digital_ok ee Temporal Variability 2.573646 0.020702 -0.713638 0.639713 -0.634494 2.126807 2.573646 1.827651 2.120394

Antenna 187: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 digital_ok ee Temporal Discontinuties 3.560645 0.031838 -0.406547 0.507551 -0.486437 -0.061218 0.278307 2.781408 3.560645

Antenna 187: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 3.874139 0.307443 -0.150644 0.603092 -0.433826 -0.857156 -0.067063 3.874139 3.814443

Antenna 187: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 3.359493 0.004774 -0.356402 0.359293 -0.469359 -0.704137 -0.290738 3.359493 2.010888

Antenna 187: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 69.366194 0.008683 0.887331 -0.401408 0.137894 -0.326636 0.616750 4.628579 69.366194

Antenna 187: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 23.994017 -0.368781 0.266077 -0.426134 -0.548915 1.279189 15.210722 2.491766 23.994017

Antenna 187: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 8.900979 -0.170330 -0.600128 0.409044 -0.309583 0.593270 1.243629 8.900979 4.498183

Antenna 187: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 36.239617 -0.280684 -0.492925 -0.326576 -0.279942 2.120109 7.110616 4.656786 36.239617

Antenna 187: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 19.382865 -0.552019 -0.673768 -0.595713 -0.484446 0.246818 1.354803 3.505913 19.382865

Antenna 187: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 20.140349 -0.451398 -0.546636 -0.297718 -0.052204 2.300636 2.840365 4.550355 20.140349

Antenna 187: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 10.600854 -0.001633 0.448987 -0.945656 -0.003677 -1.068105 -0.855777 6.870505 10.600854

Antenna 187: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 9.260581 -0.561211 -0.439188 -0.006278 -0.243583 2.348707 1.389225 9.260581 4.669071

Antenna 187: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Power inf 389.920352 389.850890 inf inf 2145.265356 1752.202232 6769.364474 7093.543072

Antenna 187: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 4.122996 0.057409 -0.325760 -0.261635 -0.500596 0.409656 0.299556 4.122996 1.141982

Antenna 187: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 digital_ok nn Temporal Discontinuties 7.210615 0.152554 -0.165054 0.055676 -0.356958 2.870263 1.835726 7.210615 2.044863

Antenna 187: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 RF_maintenance nn Temporal Discontinuties 19.450789 0.029205 0.224956 -0.860327 0.380846 -0.786301 -0.351339 6.599787 19.450789

Antenna 187: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 RF_maintenance nn Temporal Discontinuties 2.664840 -0.623665 -0.801534 0.183089 0.197203 0.002944 0.275342 2.664840 2.330985

Antenna 187: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 RF_maintenance nn Temporal Discontinuties 7.792968 -0.088841 -0.120454 -0.215762 -0.273224 -0.116166 -0.594871 7.792968 1.508662

Antenna 187: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 RF_maintenance nn Temporal Discontinuties 17.655679 -0.695032 -0.301811 -1.095680 -0.803454 1.624159 0.685380 17.655679 3.950117

Antenna 187: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 RF_maintenance nn Temporal Variability 5.798285 -0.409589 0.201797 -0.997836 -0.700148 5.798285 2.789300 5.564792 1.952690

Antenna 187: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 RF_maintenance nn Temporal Discontinuties 27.109167 -0.132412 0.603820 -1.103454 -0.622204 0.795496 0.726024 5.755488 27.109167

Antenna 187: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 RF_maintenance nn Temporal Discontinuties 14.383631 0.041957 -0.901985 -0.189229 -0.350657 1.447632 1.269339 14.383631 2.818772

Antenna 187: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 RF_maintenance ee Temporal Discontinuties 2300.673963 977.881008 977.881008 902.120819 902.120819 712.445658 712.445658 2300.673963 2300.673963

Antenna 187: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 RF_maintenance nn Temporal Discontinuties 2.583421 2.544707 2.544707 2.192502 2.192502 2.238381 2.238381 2.583421 2.583421

Antenna 187: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 N14 RF_maintenance ee Temporal Discontinuties 11.837569 7.770202 7.770202 7.479050 7.479050 7.776701 7.776701 11.837569 11.837569

Antenna 187: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 N14 RF_maintenance ee Temporal Discontinuties 9.708199 0.471825 -0.014692 1.034413 -1.034592 0.555391 -0.888920 3.736955 9.708199

Antenna 187: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance nn Shape 1.098188 0.471821 1.098188 -0.735139 -0.805138 -0.380042 -0.736816 -0.815334 -0.530358

Antenna 187: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance ee Temporal Discontinuties 1.241002 -0.997118 -0.544637 -0.449869 0.195224 0.180530 -0.624330 1.241002 0.643329

Antenna 187: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance ee Temporal Discontinuties 5.210618 -0.117886 0.663801 -1.140463 0.951731 -0.929488 -1.284258 5.210618 4.714723

Antenna 187: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance nn Temporal Discontinuties 7.431889 -0.281382 0.542252 -0.936485 1.526328 -0.040406 -0.337550 6.036459 7.431889

Antenna 187: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance ee Temporal Discontinuties 3.261022 0.005060 0.067964 -0.127846 0.478507 -0.602231 -0.515027 3.261022 2.597635

Antenna 187: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 187: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance nn Power 1.472705 0.436011 -0.127795 1.472705 -0.804948 -0.234550 0.294141 -1.812185 0.780892

Antenna 187: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance ee Temporal Discontinuties 3.985058 0.201205 -0.472335 0.803061 -0.835136 -0.789936 0.091467 0.827843 3.985058

Antenna 187: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance ee Temporal Discontinuties 4.819085 0.833508 -0.020325 0.735238 -0.708015 -0.805545 -0.365888 0.623389 4.819085

Antenna 187: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance ee Temporal Discontinuties 3.611175 -0.395624 0.457351 -0.910531 1.273249 -0.529237 -0.682477 3.611175 0.905780

Antenna 187: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance ee Temporal Discontinuties 8.539379 0.567300 -0.041829 0.893491 -0.799265 -1.460889 -0.911393 3.564542 8.539379

Antenna 187: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance ee Temporal Discontinuties 5.345120 0.014212 0.600624 -0.890280 1.002292 0.865408 -0.974556 5.345120 2.313901

Antenna 187: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance nn Temporal Discontinuties 3.679072 0.477003 -0.194831 -0.910831 -0.680486 -0.419156 -0.589377 3.679072 3.582752

Antenna 187: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance nn Temporal Discontinuties 23.605696 -0.220749 1.455679 -0.776918 1.331928 -1.293562 2.897332 3.508244 23.605696

Antenna 187: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance nn Temporal Discontinuties 13.828391 0.666811 -0.036750 0.066874 -0.746585 0.174569 -0.013053 13.828391 7.708190

Antenna 187: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 187: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 187: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 187: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance ee Temporal Discontinuties 1.167073 -0.378535 0.243649 -1.008587 1.130329 -0.826322 0.748483 1.167073 0.330820

Antenna 187: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 187: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 187: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 187: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 187: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 187: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 187: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance nn Power 71.089948 20.831881 19.000929 71.089948 67.565655 32.826213 32.767652 8.098925 8.653294

Antenna 187: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance nn Power 61.091553 21.044041 18.804946 61.091553 58.440924 22.498382 22.128338 8.998636 9.617094

Antenna 187: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance nn Power 78.259491 23.689748 21.955000 78.259491 74.494058 30.084645 29.622075 9.455677 15.208442

Antenna 187: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 187: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance nn Temporal Discontinuties 3.428384 -0.033820 0.576554 -0.891551 -0.055227 -0.050878 1.379028 2.602775 3.428384

Antenna 187: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance ee Temporal Discontinuties 5.592275 0.538065 -0.326964 1.872367 -0.364781 1.435156 -0.201599 5.111971 5.592275

Antenna 187: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance ee Temporal Discontinuties 5.419448 -0.432340 1.295729 -0.951172 1.125702 -0.418483 0.006665 5.419448 1.342588

Antenna 187: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance nn Temporal Discontinuties 2.016970 -1.451479 0.923396 -0.901126 1.954363 0.074481 1.268660 -0.474346 2.016970

Antenna 187: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance nn Power 0.484377 -0.392877 -0.375553 0.484377 -1.000240 -0.674354 -0.715478 0.361534 -0.392758

Antenna 187: 2459649

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance nn Temporal Discontinuties 22.686621 -0.479560 0.265602 -0.200065 -0.606080 -0.446386 -0.353931 2.284560 22.686621

Antenna 187: 2459648

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 187: 2459647

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 187: 2459646

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance ee Temporal Discontinuties 4.722289 -0.108995 0.515696 -0.130237 1.763958 -0.652621 0.641835 4.722289 3.861054

Antenna 187: 2459645

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance nn Temporal Discontinuties 1.921668 -0.189923 0.430173 -0.552952 1.016952 -0.676895 0.101383 0.681740 1.921668

Antenna 187: 2459642

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance ee Temporal Discontinuties 5.557901 -0.348110 0.415099 -0.390480 2.473320 -0.177461 0.333671 5.557901 1.246508

Antenna 187: 2459640

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance ee Temporal Discontinuties 2.499925 -0.211209 0.969281 -0.496001 2.143516 -0.145965 0.200425 2.499925 1.045270

Antenna 187: 2459639

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance ee Temporal Discontinuties 2.081645 0.220736 0.381046 -0.621450 1.120854 -0.514417 -0.304106 2.081645 1.351460

Antenna 187: 2459638

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
187 14 RF_maintenance nn Power 1.598655 0.486622 -0.742517 -0.782192 1.598655 -0.750007 -0.149438 0.588465 1.554277